Statistics for Earth and Environmental Scientists

Exercises -- Introduction -- Pittsburgh Coal Quality Case Study -- Correlation and Covariance -- Simple Linear Regression -- Multiple Regression -- Other Regression Procedures -- Nonlinear Models -- Summary -- Exercises -- Introduction -- Time Domain -- Frequency Domain -- Wavelets -- Summary -- Exercises -- Introduction -- Data -- Three-Dimensional Data Visualization -- Spatial Association -- Effect of Trend -- Semivariogram Models -- Kriging -- Space-Time Models -- Summary -- Exercises -- Introduction -- Multivariate Graphics -- Principal Components Analysis -- Factor Analysis